references.bib

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@book{Alkafi1994,
  author =  {Al-Khatib Al tabrisi},
  title =  {{\textarabic{الكافي في العروض والقوافي}}}
}
@misc{AlQuaed,
  author =  {Mohamed Al-Metari},
  title =  {{\textarabic{القواعد العروضية وأحكام القافية العربية , محمد بن فلاح المطيري}}}
}
@book{Goodfellow-et-al-2016,
    title={Deep Learning},
    author={Ian Goodfellow and Yoshua Bengio and Aaron Courville},
    publisher={MIT Press},
    note={\url{http://www.deeplearningbook.org}},
    year={2016}
}
@article{Zeiler2014,
  author    = {Matthew D. Zeiler and
               Rob Fergus},
  title     = {Visualizing and Understanding Convolutional Networks},
  journal   = {CoRR},
  volume    = {abs/1311.2901},
  year      = {2013},
  url       = {http://arxiv.org/abs/1311.2901},
  archivePrefix = {arXiv},
  eprint    = {1311.2901},
  timestamp = {Mon, 13 Aug 2018 16:48:37 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ZeilerF13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Almuhareb2015,
  title={Recognition of Modern Arabic Poems},
  author={Abdulrahman Almuhareb and Waleed A. Almutairi and Haya Al-Tuwaijri and Abdulelah Almubarak and Marwa Khan},
  journal={JSW},
  year={2015},
  volume={10},
  pages={454-464}
}
@article{Cox2958,
  Author = {Cox, D. R.},
  Title = {The regression analysis of binary sequences},
  Journal = {},
  Year = {2005},
  Pages = {213--230},
  Keywords = {}
}
@book{DLFundamentals,
  title={Fundamentals of Deep Learning: Designing Next-generation Machine Intelligence Algorithms},
  author={Buduma, N. and Locascio, N.},
  isbn={9781491925614},
  lccn={2017448783},
  url={https://books.google.pl/books?id=EZFfrgEACAAJ},
  year={2017},
  publisher={O'Reilly Media}
}
@article{AbuataRuleBasedAlgorithmFor,
author = {Abuata, Belal and Al-Omari, Asma},
year = {2017},
month = {12},
pages = {},
title = {A Rule-Based Algorithm for the Detection of Arud Meter in Classical Arabic Poetry},
volume = {15},
journal = {International Arab Journal of Information Technology}
}
@article{Alnagdawi2013FindingArabicPoemMeter,
author = {Alnagdawi, Mohammad and Rashaideh, Hasan and Aburumman, Ala},
title =  {{Finding Arabic Poem Meter Using Context Free Grammar}},
year = {2013},
month = {03},
pages = {},
title = {Finding Arabic Poem Meter using Context Free Grammar},
journal =  {J. of Commun. {\&} Comput. Eng.},
keywords =  {arabic poem meter,arud,cfg,context free gramar,expression,regular},
number =  1,
pages =  {52-59},
volume =  3
}
@misc{PoetryEncyclopedia2016,
  title =  {{\textarabic{المَوسُوعَةُ الشِعْرية}}},
  year =  2016,
  url =   {https://poetry.dctabudhabi.ae}
}
@misc{Alnagdawi2013,
  title =  {{\textarabic{الدّيْوَانُ}}},
  year =  2013,
  url =   {https://www.aldiwan.net}
}
@misc{Colah2015UnderstandingLstmNetworks,
  author =  {Colah},
  title =  {{Understanding Lstm Networks}},
  year =  2015,
  url =   {http://colah.github.io/posts/2015-08-Understanding-LSTMs/}
}
@INPROCEEDINGS{Mikolov_et_al,
   author = {Tom  Mikolov and Martin Karafi and Luk Burget and Jan ernock and Sanjeev Khudanpur},
   title = {Recurrent neural network based language model},
   pages = {1045--1048},
   booktitle = {Proceedings of the 11th Annual Conference of the
 International Speech Communication Association (INTERSPEECH
 2010)},
   journal = {Proceedings of Interspeech},
   volume = {2010},
   number = {9},
   year = {2010},
   location = {Makuhari, Chiba, JP},
   publisher = {International Speech Communication Association},
   ISBN = {978-1-61782-123-3},
   ISSN = {1990-9772},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=9362}
}
@ARTICLE{Bengio_et_al,
author={Y. Bengio and P. Simard and P. Frasconi},
journal={IEEE Transactions on Neural Networks},
title={Learning long-term dependencies with gradient descent is difficult},
year={1994},
volume={5},
number={2},
pages={157-166},
keywords={recurrent neural nets;learning (artificial intelligence);numerical analysis;long-term dependencies;gradient descent;recognition;production problems;prediction problems;recurrent neural network training;temporal contingencies;input/output sequence mapping;efficient learning;Recurrent neural networks;Production;Delay effects;Intelligent networks;Neural networks;Discrete transforms;Computer networks;Cost function;Neurofeedback;Displays},
doi={10.1109/72.279181},
ISSN={1045-9227},
month={March}
}
@article{Zaremba_et_al,
  author    = {Wojciech Zaremba and
               Ilya Sutskever and
               Oriol Vinyals},
  title     = {Recurrent Neural Network Regularization},
  journal   = {CoRR},
  volume    = {abs/1409.2329},
  year      = {2014},
  url       = {http://arxiv.org/abs/1409.2329},
  archivePrefix = {arXiv},
  eprint    = {1409.2329},
  timestamp = {Mon, 13 Aug 2018 16:47:17 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ZarembaSV14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Cho_et_al,
  author    = {KyungHyun Cho and
               Bart van Merrienboer and
               Dzmitry Bahdanau and
               Yoshua Bengio},
  title     = {On the Properties of Neural Machine Translation: Encoder-Decoder Approaches},
  journal   = {CoRR},
  volume    = {abs/1409.1259},
  year      = {2014},
  url       = {http://arxiv.org/abs/1409.1259},
  archivePrefix = {arXiv},
  eprint    = {1409.1259},
  timestamp = {Mon, 13 Aug 2018 16:47:23 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ChoMBB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Hochreiter,
 author = {Hochreiter, Sepp and Schmidhuber, J\"{u}rgen},
 title = {Long Short-Term Memory},
 journal = {Neural Comput.},
 issue_date = {November 15, 1997},
 volume = {9},
 number = {8},
 month = nov,
 year = {1997},
 issn = {0899-7667},
 pages = {1735--1780},
 numpages = {46},
 url = {http://dx.doi.org/10.1162/neco.1997.9.8.1735},
 doi = {10.1162/neco.1997.9.8.1735},
 acmid = {1246450},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
}
@misc{Kurt2012AlgorithmForDetectionAnalysis,
  author =  {Kurt, Atakan and Kara, Mehmet},
  title =  {{An Algorithm for the Detection and Analysis of Arud Meter in Diwan poetry}},
  year =  2012,
  doi =   {10.3906/elk-1010-899},
  journal =  {Turkish Journal of Electrical Engineering and Computer Sciences},
  keywords =  {Arabic,Arud,Diwan,Meter,Ottoman,Persian,Poem,Poetry,Prosody,Scansion,Turkish},
  number =  6,
  pages =  {948-963},
  volume =  20
}
@misc{Ethnologue_2017,
  author =  {Gary F. Simons},
  title =  {{The 20th Edition of Ethnologue}},
  year =  2017,
  url =   {https://www.ethnologue.com/ethnoblog/gary-simons/welcome-21st-edition}
}
@misc{diwan,
  title =  {{\textarabic{الدّيْوَانُ}}},
  year =  2013,
  url =   {https://www.aldiwan.net}
}
@misc{HCILAB_ArabicPoetry_2018,
  title =  {HCILAB, Arabic Poetry},
  year =  2018,
  url =   {https://github.com/hci-lab/ArabicPoetry-1-Private/}
}
@misc{ArabicpoetryDS,
  author =  {Waleed A. Yousef and Omar M. Ibrahime and Taha M. Madbouly and Moustafa A. Mahmoud
                  and Ali H. El-Kassas and Ali O. Hassan and Abdallah R. Albohy},
  title =  {{Arabic Poem Comprehensive Dataset}},
  year =  2018,
  url =   {https://hci-lab.github.io/ArabicPoetry-1-Private/#APCD}
}
@article{Bengio2003,
 author = {Bengio, Yoshua and Ducharme, R{\'e}jean and Vincent, Pascal and Janvin, Christian},
 title = {A Neural Probabilistic Language Model},
 journal = {J. Mach. Learn. Res.},
 issue_date = {3/1/2003},
 volume = {3},
 month = mar,
 year = {2003},
 issn = {1532-4435},
 pages = {1137--1155},
 numpages = {19},
 url = {http://dl.acm.org/citation.cfm?id=944919.944966},
 acmid = {944966},
 publisher = {JMLR.org},
}
@article{Collobert_2011,
 author = {Collobert, Ronan and Weston, Jason and Bottou, L{\'e}on and Karlen, Michael and Kavukcuoglu, Koray and Kuksa, Pavel},
 title = {Natural Language Processing (Almost) from Scratch},
 journal = {J. Mach. Learn. Res.},
 issue_date = {2/1/2011},
 volume = {12},
 month = nov,
 year = {2011},
 issn = {1532-4435},
 pages = {2493--2537},
 numpages = {45},
 url = {http://dl.acm.org/citation.cfm?id=1953048.2078186},
 acmid = {2078186},
 publisher = {JMLR.org},
}
@incollection{Mikolov_2013,
title = {Distributed Representations of Words and Phrases and their Compositionality},
author = {Mikolov, Tomas and Sutskever, Ilya and Chen, Kai and Corrado, Greg S and Dean, Jeff},
booktitle = {Advances in Neural Information Processing Systems 26},
editor = {C. J. C. Burges and L. Bottou and M. Welling and Z. Ghahramani and K. Q. Weinberger},
pages = {3111--3119},
year = {2013},
publisher = {Curran Associates, Inc.},
url = {http://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf}
}
@inproceedings{Pennington_2014,
  author = {Jeffrey Pennington and Richard Socher and Christopher D. Manning},
  booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},
  title = {GloVe: Global Vectors for Word Representation},
  year = {2014},
  pages = {1532--1543},
  url = {http://www.aclweb.org/anthology/D14-1162},
}
@article{Kim_2015,
  author    = {Yoon Kim and
               Yacine Jernite and
               David Sontag and
               Alexander M. Rush},
  title     = {Character-Aware Neural Language Models},
  journal   = {CoRR},
  volume    = {abs/1508.06615},
  year      = {2015},
  url       = {http://arxiv.org/abs/1508.06615},
  archivePrefix = {arXiv},
  eprint    = {1508.06615},
  timestamp = {Mon, 13 Aug 2018 16:46:28 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/KimJSR15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Chiu_2015,
  author    = {Jason P. C. Chiu and
               Eric Nichols},
  title     = {Named Entity Recognition with Bidirectional LSTM-CNNs},
  journal   = {CoRR},
  volume    = {abs/1511.08308},
  year      = {2015},
  url       = {http://arxiv.org/abs/1511.08308},
  archivePrefix = {arXiv},
  eprint    = {1511.08308},
  timestamp = {Mon, 13 Aug 2018 16:46:15 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ChiuN15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{ijcai_2017,
  author    = {Jinhyuk Lee and Hyunjae Kim and Miyoung Ko and Donghee Choi and Jaehoon Choi and Jaewoo Kang},
  title     = {Name Nationality Classification with Recurrent Neural Networks},
  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
               Artificial Intelligence, {IJCAI-17}},
  pages     = {2081--2087},
  year      = {2017},
  doi       = {10.24963/ijcai.2017/289},
  url       = {https://doi.org/10.24963/ijcai.2017/289},
}
@misc{Potdar_2017,
  author =  {Potdar, Kedar and S., Taher and D., Chinmay},
  title =  {{A Comparative Study of Categorical Variable Encoding Techniques for Neural
                  Network Classifiers}},
  year =  2017,
  doi =   {10.5120/ijca2017915495},
  journal =  {International Journal of Computer Applications},
  keywords =  {binary},
  number =  4,
  pages =  {7-9},
  volume =  175
}
@misc{Agirrezabal_2017,
  author =  {Agirrezabal, Manex and Alegria, I{\~{n}}aki and Hulden, Mans},
  title =  {{A Comparison of Feature-Based and Neural Scansion of Poetry}},
  year =  2017,
  archiveprefix ={arXiv},
  arxivid =  {1711.00938},
  file =  {:Users/taha/Library/Application Support/Mendeley Desktop/Downloaded/Agirrezabal,
                  Alegria, Hulden - 2017 - A Comparison of Feature-Based and Neural Scansion of
                  Poetry.pdf:pdf},
  journal =  {Ranlp},
  keywords =  {Bi-LSTM,CRF,Conditional Random Fields,English text,Englsih poetry,RNN,Spanish
                  text,analysis poetic rhythm,char-level,spanish poetry,supervised learning}
}
@article{Adam_2014,
  author    = {Diederik P. Kingma and
               Jimmy Ba},
  title     = {Adam: {A} Method for Stochastic Optimization},
  journal   = {CoRR},
  volume    = {abs/1412.6980},
  year      = {2014},
  url       = {http://arxiv.org/abs/1412.6980},
  archivePrefix = {arXiv},
  eprint    = {1412.6980},
  timestamp = {Mon, 13 Aug 2018 16:47:35 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/KingmaB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{Restak_2001,
    title={The Secret Life of the Brain},
    author={Richard, M.D. Restak; David Grubin},
    publisher={Joseph Henry Press},
    year={2001}
}
@book{Rudin_2001,
    title={Principles of Mathematical Analysis},
    author={Walter Rudin},
    publisher={McGraw-Hill Higher Education},
    year={1976}
}

@misc{Pyarabic_2010,
  title={pyarabic, An Arabic language library for Python},
  author={Zerrouki, Taha},
  url={https://pypi.python.org/pypi/pyarabic},
  year={2010}
}
@misc{Wiki_Convex_Function,
  title =  {Convex Function},
  url =   {https://en.wikipedia.org/wiki/Convex\_function\#cite\_note-1}
}
@misc{Wiki_Concave_Function,
  title =  {Concave Function},
  url =   {https://en.wikipedia.org/wiki/Concave\_function}
}
@misc{Wolfram_Convex,
  title =  {Wolfram Alpha},
  url =   {http://mathworld.wolfram.com/ConvexFunction.html}
}
@misc{coursera_dnn,
  title =  {Andre NG, Coursera Deep Learning Specialization Courses},
  url =   {https://www.coursera.org/learn/neural-networks-deep-learning/}
}
@misc{Adam_Medium_Article,
  title =  {Adam latest trends in deep learning optimization, Medium Artical },
  url =   {https://towardsdatascience.com/adam-latest-trends-in-deep-learning-optimization-6be9a291375c}
}
@misc{Wiki_Overfitting,
  title =  {Overfitting, Wikipedia page.},
  url =   {https://en.wikipedia.org/wiki/Overfitting}
}
@misc{Gitrepo_NN_Tikz,
  title =  {Collection of Latex Tikz figures},
  url =   {https://github.com/PetarV-/TikZ}
}
@misc{Web_Analyticsvidhya_Regularization,
  title =  {An Overview of Regularization Techniques in Deep Learning},
  url =   {https://www.analyticsvidhya.com/blog/2018/04/fundamentals-deep-learning-regularization-techniques/}
}
@misc{Wiki_Verse,
  title =  {Verse/ (poetry)},
  url =   {https://en.wikipedia.org/wiki/Verse\_(poetry)}
}
@misc{Wiki_f1_score,
  title =  {F1 Score},
  url =   {https://en.wikipedia.org/wiki/F1\_scorex}
}
@misc{Gitrepo_NN_Tikz,
  title =  {F1 Score},
  url =   {https://github.com/PetarV-/TikZ}
}